Algorithms for Reinforcement Learning

Authors

Year

2010

Source

Identifiers

Abstract¶

In this book, we focus on those algorithms of reinforcement learning that build on the powerful theory of dynamic programming.

1

76%

('Jonathan Baxter', 'Peter L. Bartlett') / 2000

2

76%

('Alborz Geramifard', 'Thomas J. Walsh', 'Stefanie Tellex', 'Girish Chowdhary', 'Nicholas Roy', 'Jonathan P. How') / 2013

3

74%

('Benjamin Recht',) / 2018

4

74%

('J. Bagnell', 'Sham Kakade', 'Jeff Schneider', 'Andrew Ng') / 2003

5

73%

Q-learning Convergence Theorem

('Christopher J. C. H. Watkins', 'Peter Dayan') / 1992